MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49101 |
bus-mcp
Claim
MCP server for Raspberry Pi peripheral bus access, enabling AI agents to intera…
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| 49102 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 49103 |
atera-mcp
Claim
MCP server for the Atera RMM API. Implements a decision tree architecture for e…
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| 49104 |
NexusForest MCP
Claim
Bridges AI models with 24 years of Global Forest Watch data across 165+ countri…
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| 49105 |
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
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| 49106 |
edamcp
Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
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| 49107 |
Family Office Knowledge Graph: read-only MCP door over the public record. Agent…
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| 49108 |
lb-mcp-ui-proxy
Claim
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
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| 49109 |
permission-guard
Claim
Permission Guard — validates an agent's requested action against its defined sc…
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| 49110 |
livewire-flux-mcp
Claim
MCP server that provides access to Livewire Flux components and layouts documen…
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| 49111 |
django-telescope
Claim
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
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| 49112 |
Enables high-quality image generation with advanced text rendering and contextu…
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| 49113 |
Compare cash vs points on hotels, flights, and cars. Checkout supported hotels …
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| 49114 |
Enables reading of Aprimo DAM asset metadata, fields, and files through the Apr…
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| 49115 |
oncallhealth-mcp
Claim
MCP server for On-Call Health burnout analysis. Connects AI assistants to your …
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| 49116 |
Telehealth support for Claude, Codex and Cursor: investigate cases and connect …
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| 49117 |
libsrc
Claim
Resolves project dependencies and provides local source code paths for AI agent…
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| 49118 |
debtfree
Claim
Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-paym…
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| 49119 |
Alma Atlas
Claim
Enables AI agents to query live schema, lineage, and query-context across data …
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| 49120 |
agentmart
Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
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| 49121 |
dependency-fitness-mcp
Claim
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
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| 49122 |
pretalx-mcp
Claim
Local MCP server for pretalx that enables read-only access to events, submissio…
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| 49123 |
chromeflow
Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
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| 49124 |
mcp-gemini-assistant
Claim
Enables Claude Code to consult Gemini for complex coding problems with session …
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| 49125 |
graphql2mcp
Claim
Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.
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| 49126 |
Zero-trust gateway for AI agents: score tool calls, verify agent cards, enforce…
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| 49127 |
interview-prep-mcp
Claim
An open-source Python MCP server for AI-assisted interview preparation.
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| 49128 |
Simple MCP Server
Claim
A Python-based MCP server demonstrating tools for math calculations, time retri…
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| 49129 |
filesystem-mcp-ignore
Claim
A Node.js MCP server for filesystem operations with support for custom ignore f…
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| 49130 |
zyla-api-hub
Claim
API key for Zyla API Hub (7,500+ APIs). Get one at https://zylalabs.com
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| 49131 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
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| 49132 |
SAST MCP Server
Claim
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
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| 49133 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 49134 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 49135 |
Magic Insights
Claim
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
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| 49136 |
Enables local automation of Adobe Lightroom Classic via the Model Context Proto…
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| 49137 |
backgen
Claim
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
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| 49138 |
ATR Healer
Claim
MCP server for self-healing Selenide + Cucumber regression tests, using AI to f…
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| 49139 |
mail-mcp
Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
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| 49140 |
outlook-mcp
Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
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| 49141 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 49142 |
Code Graph MCP
Claim
A local MCP server that indexes codebases into Neo4j and provides tools for cod…
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| 49143 |
clockify-mcp
Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
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| 49144 |
mcp-server-macos-use
Claim
Enables controlling macOS applications via accessibility APIs, supporting actio…
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| 49145 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
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| 49146 |
x402-market
Claim
Let AI agents pay-per-call for any HTTP API via x402 on Base mainnet. One tool:…
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| 49147 |
erp-mcp
Claim
Exposes ERP data (production orders, inventory, BOM, customers) to any MCP clie…
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| 49148 |
rnv-mcp-identity
Claim
A deterministic identity and authorization layer for MCP servers that verifies …
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| 49149 |
Attio CRM
Claim
Streamline your Attio workflows using natural language to search, create, updat…
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| 49150 |
Provides direct access to AI governance framework documents, risks, and mitigat…
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